{
    "description": "An agent that uses OpenAI's Function Calling functionality to pick the tool and args to call",
    "categories": "Buffer Memory,Custom Tool, SerpAPI,OpenAI Tool Agent,Calculator Tool,ChatOpenAI,Langchain",
    "framework": "Langchain",
    "nodes": [
        {
            "width": 300,
            "height": 142,
            "id": "calculator_0",
            "position": {
                "x": 288.06681362611545,
                "y": 289.1385194199715
            },
            "type": "customNode",
            "data": {
                "id": "calculator_0",
                "label": "Calculator",
                "version": 1,
                "name": "calculator",
                "type": "Calculator",
                "baseClasses": ["Calculator", "Tool", "StructuredTool", "BaseLangChain", "Serializable"],
                "category": "Tools",
                "description": "Perform calculations on response",
                "inputParams": [],
                "inputAnchors": [],
                "inputs": {},
                "outputAnchors": [
                    {
                        "id": "calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable",
                        "name": "calculator",
                        "label": "Calculator",
                        "type": "Calculator | Tool | StructuredTool | BaseLangChain | Serializable"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "selected": false,
            "positionAbsolute": {
                "x": 288.06681362611545,
                "y": 289.1385194199715
            },
            "dragging": false
        },
        {
            "width": 300,
            "height": 376,
            "id": "bufferMemory_0",
            "position": {
                "x": 285.7750469157585,
                "y": 465.1140427303788
            },
            "type": "customNode",
            "data": {
                "id": "bufferMemory_0",
                "label": "Buffer Memory",
                "version": 2,
                "name": "bufferMemory",
                "type": "BufferMemory",
                "baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
                "category": "Memory",
                "description": "Retrieve chat messages stored in database",
                "inputParams": [
                    {
                        "label": "Session Id",
                        "name": "sessionId",
                        "type": "string",
                        "description": "If not specified, a random id will be used. Learn <a target=\"_blank\" href=\"https://docs.flowiseai.com/memory#ui-and-embedded-chat\">more</a>",
                        "default": "",
                        "additionalParams": true,
                        "optional": true,
                        "id": "bufferMemory_0-input-sessionId-string"
                    },
                    {
                        "label": "Memory Key",
                        "name": "memoryKey",
                        "type": "string",
                        "default": "chat_history",
                        "additionalParams": true,
                        "id": "bufferMemory_0-input-memoryKey-string"
                    }
                ],
                "inputAnchors": [],
                "inputs": {
                    "sessionId": "",
                    "memoryKey": "chat_history"
                },
                "outputAnchors": [
                    {
                        "id": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
                        "name": "bufferMemory",
                        "label": "BufferMemory",
                        "type": "BufferMemory | BaseChatMemory | BaseMemory"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "selected": false,
            "positionAbsolute": {
                "x": 285.7750469157585,
                "y": 465.1140427303788
            },
            "dragging": false
        },
        {
            "width": 300,
            "height": 276,
            "id": "customTool_0",
            "position": {
                "x": 883.9529939431576,
                "y": -32.32503903826486
            },
            "type": "customNode",
            "data": {
                "id": "customTool_0",
                "label": "Custom Tool",
                "version": 1,
                "name": "customTool",
                "type": "CustomTool",
                "baseClasses": ["CustomTool", "Tool", "StructuredTool"],
                "category": "Tools",
                "description": "Use custom tool you've created in Flowise within chatflow",
                "inputParams": [
                    {
                        "label": "Select Tool",
                        "name": "selectedTool",
                        "type": "asyncOptions",
                        "loadMethod": "listTools",
                        "id": "customTool_0-input-selectedTool-asyncOptions"
                    }
                ],
                "inputAnchors": [],
                "inputs": {
                    "selectedTool": ""
                },
                "outputAnchors": [
                    {
                        "id": "customTool_0-output-customTool-CustomTool|Tool|StructuredTool",
                        "name": "customTool",
                        "label": "CustomTool",
                        "type": "CustomTool | Tool | StructuredTool"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "selected": false,
            "positionAbsolute": {
                "x": 883.9529939431576,
                "y": -32.32503903826486
            },
            "dragging": false
        },
        {
            "width": 300,
            "height": 276,
            "id": "serper_0",
            "position": {
                "x": 504.3508341937219,
                "y": -10.324432507151982
            },
            "type": "customNode",
            "data": {
                "id": "serper_0",
                "label": "Serper",
                "version": 1,
                "name": "serper",
                "type": "Serper",
                "baseClasses": ["Serper", "Tool", "StructuredTool"],
                "category": "Tools",
                "description": "Wrapper around Serper.dev - Google Search API",
                "inputParams": [
                    {
                        "label": "Connect Credential",
                        "name": "credential",
                        "type": "credential",
                        "credentialNames": ["serperApi"],
                        "id": "serper_0-input-credential-credential"
                    }
                ],
                "inputAnchors": [],
                "inputs": {},
                "outputAnchors": [
                    {
                        "id": "serper_0-output-serper-Serper|Tool|StructuredTool",
                        "name": "serper",
                        "label": "Serper",
                        "type": "Serper | Tool | StructuredTool"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "selected": false,
            "positionAbsolute": {
                "x": 504.3508341937219,
                "y": -10.324432507151982
            },
            "dragging": false
        },
        {
            "width": 300,
            "height": 670,
            "id": "chatOpenAI_0",
            "position": {
                "x": 817.8210275868742,
                "y": 627.7677030233751
            },
            "type": "customNode",
            "data": {
                "id": "chatOpenAI_0",
                "label": "ChatOpenAI",
                "version": 6.0,
                "name": "chatOpenAI",
                "type": "ChatOpenAI",
                "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
                "category": "Chat Models",
                "description": "Wrapper around OpenAI large language models that use the Chat endpoint",
                "inputParams": [
                    {
                        "label": "Connect Credential",
                        "name": "credential",
                        "type": "credential",
                        "credentialNames": ["openAIApi"],
                        "id": "chatOpenAI_0-input-credential-credential"
                    },
                    {
                        "label": "Model Name",
                        "name": "modelName",
                        "type": "asyncOptions",
                        "loadMethod": "listModels",
                        "default": "gpt-3.5-turbo",
                        "id": "chatOpenAI_0-input-modelName-options"
                    },
                    {
                        "label": "Temperature",
                        "name": "temperature",
                        "type": "number",
                        "default": 0.9,
                        "optional": true,
                        "id": "chatOpenAI_0-input-temperature-number"
                    },
                    {
                        "label": "Max Tokens",
                        "name": "maxTokens",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-maxTokens-number"
                    },
                    {
                        "label": "Top Probability",
                        "name": "topP",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-topP-number"
                    },
                    {
                        "label": "Frequency Penalty",
                        "name": "frequencyPenalty",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-frequencyPenalty-number"
                    },
                    {
                        "label": "Presence Penalty",
                        "name": "presencePenalty",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-presencePenalty-number"
                    },
                    {
                        "label": "Timeout",
                        "name": "timeout",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-timeout-number"
                    },
                    {
                        "label": "BasePath",
                        "name": "basepath",
                        "type": "string",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-basepath-string"
                    },
                    {
                        "label": "BaseOptions",
                        "name": "baseOptions",
                        "type": "json",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-baseOptions-json"
                    },
                    {
                        "label": "Allow Image Uploads",
                        "name": "allowImageUploads",
                        "type": "boolean",
                        "description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
                        "default": false,
                        "optional": true,
                        "id": "chatOpenAI_0-input-allowImageUploads-boolean"
                    },
                    {
                        "label": "Image Resolution",
                        "description": "This parameter controls the resolution in which the model views the image.",
                        "name": "imageResolution",
                        "type": "options",
                        "options": [
                            {
                                "label": "Low",
                                "name": "low"
                            },
                            {
                                "label": "High",
                                "name": "high"
                            },
                            {
                                "label": "Auto",
                                "name": "auto"
                            }
                        ],
                        "default": "low",
                        "optional": false,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-imageResolution-options"
                    }
                ],
                "inputAnchors": [
                    {
                        "label": "Cache",
                        "name": "cache",
                        "type": "BaseCache",
                        "optional": true,
                        "id": "chatOpenAI_0-input-cache-BaseCache"
                    }
                ],
                "inputs": {
                    "modelName": "gpt-3.5-turbo",
                    "temperature": 0.9,
                    "maxTokens": "",
                    "topP": "",
                    "frequencyPenalty": "",
                    "presencePenalty": "",
                    "timeout": "",
                    "basepath": "",
                    "baseOptions": "",
                    "allowImageUploads": true,
                    "imageResolution": "low"
                },
                "outputAnchors": [
                    {
                        "id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
                        "name": "chatOpenAI",
                        "label": "ChatOpenAI",
                        "type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "selected": false,
            "positionAbsolute": {
                "x": 817.8210275868742,
                "y": 627.7677030233751
            },
            "dragging": false
        },
        {
            "id": "openAIToolAgent_0",
            "position": {
                "x": 1248.5254972140808,
                "y": 343.77259824664554
            },
            "type": "customNode",
            "data": {
                "id": "openAIToolAgent_0",
                "label": "OpenAI Tool Agent",
                "version": 1,
                "name": "openAIToolAgent",
                "type": "AgentExecutor",
                "baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
                "category": "Agents",
                "description": "Agent that uses OpenAI Function Calling to pick the tools and args to call",
                "inputParams": [
                    {
                        "label": "System Message",
                        "name": "systemMessage",
                        "type": "string",
                        "rows": 4,
                        "optional": true,
                        "additionalParams": true,
                        "id": "openAIToolAgent_0-input-systemMessage-string"
                    },
                    {
                        "label": "Max Iterations",
                        "name": "maxIterations",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "openAIToolAgent_0-input-maxIterations-number"
                    }
                ],
                "inputAnchors": [
                    {
                        "label": "Tools",
                        "name": "tools",
                        "type": "Tool",
                        "list": true,
                        "id": "openAIToolAgent_0-input-tools-Tool"
                    },
                    {
                        "label": "Memory",
                        "name": "memory",
                        "type": "BaseChatMemory",
                        "id": "openAIToolAgent_0-input-memory-BaseChatMemory"
                    },
                    {
                        "label": "OpenAI/Azure Chat Model",
                        "name": "model",
                        "type": "BaseChatModel",
                        "id": "openAIToolAgent_0-input-model-BaseChatModel"
                    },
                    {
                        "label": "Input Moderation",
                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
                        "name": "inputModeration",
                        "type": "Moderation",
                        "optional": true,
                        "list": true,
                        "id": "openAIToolAgent_0-input-inputModeration-Moderation"
                    }
                ],
                "inputs": {
                    "tools": ["{{customTool_0.data.instance}}", "{{serper_0.data.instance}}", "{{calculator_0.data.instance}}"],
                    "memory": "{{bufferMemory_0.data.instance}}",
                    "model": "{{chatOpenAI_0.data.instance}}",
                    "systemMessage": "",
                    "inputModeration": ""
                },
                "outputAnchors": [
                    {
                        "id": "openAIToolAgent_0-output-openAIToolAgent-AgentExecutor|BaseChain|Runnable",
                        "name": "openAIToolAgent",
                        "label": "AgentExecutor",
                        "description": "Agent that uses OpenAI Function Calling to pick the tools and args to call",
                        "type": "AgentExecutor | BaseChain | Runnable"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "width": 300,
            "height": 433,
            "selected": false,
            "positionAbsolute": {
                "x": 1248.5254972140808,
                "y": 343.77259824664554
            },
            "dragging": false
        }
    ],
    "edges": [
        {
            "source": "customTool_0",
            "sourceHandle": "customTool_0-output-customTool-CustomTool|Tool|StructuredTool",
            "target": "openAIToolAgent_0",
            "targetHandle": "openAIToolAgent_0-input-tools-Tool",
            "type": "buttonedge",
            "id": "customTool_0-customTool_0-output-customTool-CustomTool|Tool|StructuredTool-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
        },
        {
            "source": "serper_0",
            "sourceHandle": "serper_0-output-serper-Serper|Tool|StructuredTool",
            "target": "openAIToolAgent_0",
            "targetHandle": "openAIToolAgent_0-input-tools-Tool",
            "type": "buttonedge",
            "id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
        },
        {
            "source": "calculator_0",
            "sourceHandle": "calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable",
            "target": "openAIToolAgent_0",
            "targetHandle": "openAIToolAgent_0-input-tools-Tool",
            "type": "buttonedge",
            "id": "calculator_0-calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
        },
        {
            "source": "bufferMemory_0",
            "sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
            "target": "openAIToolAgent_0",
            "targetHandle": "openAIToolAgent_0-input-memory-BaseChatMemory",
            "type": "buttonedge",
            "id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-openAIToolAgent_0-openAIToolAgent_0-input-memory-BaseChatMemory"
        },
        {
            "source": "chatOpenAI_0",
            "sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
            "target": "openAIToolAgent_0",
            "targetHandle": "openAIToolAgent_0-input-model-BaseChatModel",
            "type": "buttonedge",
            "id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openAIToolAgent_0-openAIToolAgent_0-input-model-BaseChatModel"
        }
    ]
}
